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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Entity Alignment | DBP15K ZH-EN (test) | 134 | Feb 26, 2026 | ||
| RGB-D Salient Object Detection | SIP | 134 | Jun 26, 2026 | ||
| Skin Lesion Segmentation | ISIC 2017 (test) | 134 | May 12, 2026 | ||
| Video Object Segmentation | DAVIS |
| 134 |
| Jun 23, 2026 |
| Density Estimation | CIFAR-10 (test) | 134 | May 19, 2026 |
|---|
| Image Retrieval | CARS196 (test) | 134 | Feb 26, 2026 |
|---|
| Long-term time-series forecasting | ETTm2 (test) | 134 | Jun 2, 2026 |
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| Image Classification | ImageNet 1k | 133 | May 6, 2026 |
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| Continuous Time Scheduling | continuous time scheduling benchmark | 133 | Mar 25, 2026 |
|---|
| Question Answering | PopQA | 133 | May 22, 2026 |
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| Visible-Infrared Person Re-identification | SYSU-MM01 Indoor-Search | 133 | Jun 11, 2026 |
|---|
| Text-to-Image Generation | DPGBench | 133 | Jun 26, 2026 |
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| Mathematical Reasoning | Math500 | 133 | Feb 26, 2026 |
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| Text Classification | SST-2 | 133 | May 28, 2026 |
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| Composed Image Retrieval | Fashion-IQ | 133 | Jun 19, 2026 |
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| Multiple-choice Question Answering | ARC Challenge | 133 | May 25, 2026 |
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| Depth Estimation | ScanNet | 133 | Jul 8, 2026 |
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| Class-conditional Image Generation | ImageNet 512x512 | 133 | Jul 2, 2026 |
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| LiDAR Semantic Segmentation | SemanticKITTI (test) | 133 | Jul 1, 2026 |
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| Document ranking | TREC DL Track 2019 (test) | 133 | Apr 13, 2026 |
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| Entity Alignment | DBP15K FR-EN (test) | 133 | Feb 26, 2026 |
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| Camera pose estimation | ScanNet | 133 | May 22, 2026 |
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| Semantic Segmentation | Cityscapes (val) | 133 | Feb 26, 2026 |
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| Zero-shot Learning | AWA2 | 133 | Jul 7, 2026 |
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| Image Classification | Average of eleven datasets (test) | 132 | Jul 2, 2026 |
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